Safety3h ago
Safety
New Theory Proposes Learning Mechanics For Deep Learning
A new paper argues for the emergence of learning mechanics, a mathematical framework treating neural network training like physics. This theory attempts to characterize hidden representations and final weights to close the gap between empirical success and theoretical understanding. Practitioners gain a more predictable model of how weights actually evolve during training.